Multispectral Images | List of Frontiers open access articles

Original Research

Published on 22 Feb 2023

Fungal identification in peanuts seeds through multispectral images: Technological advances to enhance sanitary quality

in Technical Advances in Plant Science

Julia Marconato Sudki
Gustavo Roberto Fonseca de Oliveira
André Dantas de Medeiros
Thiago Mastrangelo
Valter Arthur
Edvaldo Aparecido Amaral da Silva
Clíssia Barboza Mastrangelo

Frontiers in Plant Science

doi 10.3389/fpls.2023.1112916

6,093 views
11 citations

Original Research

Accepted on 25 Feb 2026

Inversion of The Forest Dead Fuel Moisture Content by UAV Multispectral Image under the New Leaves Shade

in Optics and Photonics

ye wang
xin ning wang
Jian Xing

Frontiers in Physics

Original Research

Published on 10 May 2019

High-Throughput Phenotyping of Fire Blight Disease Symptoms Using Sensing Techniques in Apple

in Technical Advances in Plant Science

Sanaz Jarolmasjed
Sindhuja Sankaran
Afef Marzougui
Sarah Kostick
Yongsheng Si
Juan José Quirós Vargas
Kate Evans

Frontiers in Plant Science

doi 10.3389/fpls.2019.00576

10,078 views
38 citations

Original Research

Published on 04 Apr 2018

Radiomics Evaluation of Histological Heterogeneity Using Multiscale Textures Derived From 3D Wavelet Transformation of Multispectral Images

in Molecular and Cellular Oncology

Ahmad Chaddad
Paul Daniel
Tamim Niazi

Frontiers in Oncology

doi 10.3389/fonc.2018.00096

7,212 views
49 citations

Original Research

Published on 21 Sep 2023

Estimating potassium in potato plants based on multispectral images acquired from unmanned aerial vehicles

in Sustainable and Intelligent Phytoprotection

YanPeng Ma
ZhiChao Chen
YiGuang Fan
MingBo Bian
GuiJun Yang
RiQiang Chen
HaiKuan Feng

Frontiers in Plant Science

doi 10.3389/fpls.2023.1265132

3,868 views
9 citations

Original Research

Published on 14 Apr 2022

An Approach Using Emerging Optical Technologies and Artificial Intelligence Brings New Markers to Evaluate Peanut Seed Quality

in Technical Advances in Plant Science

Gustavo Roberto Fonseca de Oliveira
Clíssia Barboza Mastrangelo
Welinton Yoshio Hirai
Thiago Barbosa Batista
Julia Marconato Sudki
Ana Carolina Picinini Petronilio
Carlos Alexandre Costa Crusciol
Edvaldo Aparecido Amaral da Silva

Frontiers in Plant Science

doi 10.3389/fpls.2022.849986

8,757 views
25 citations

Original Research

Published on 06 Sep 2024

Spatio-temporal mapping of leaf area index in rice: spectral indices and multi-scale texture comparison derived from different sensors

in Technical Advances in Plant Science

Changming Li
Xing Teng
Yong Tan
Yong Zhang
Hongchen Zhang
Dan Xiao
Shanjun Luo

Frontiers in Plant Science

doi 10.3389/fpls.2024.1445490

2,875 views
7 citations

Original Research

Published on 26 Jan 2023

UAV imagery data and machine learning: A driving merger for predictive analysis of qualitative yield in sugarcane

in Technical Advances in Plant Science

Marcelo Rodrigues Barbosa Júnior
Bruno Rafael de Almeida Moreira
Romário Porto de Oliveira
Luciano Shozo Shiratsuchi
Rouverson Pereira da Silva

Frontiers in Plant Science

doi 10.3389/fpls.2023.1114852

6,873 views
11 citations

Original Research

Published on 04 Jan 2024

Estimating the frost damage index in lettuce using UAV-based RGB and multispectral images

in Sustainable and Intelligent Phytoprotection

Yiwen Liu
Songtao Ban
Shiwei Wei
Linyi Li
Minglu Tian
Dong Hu
Weizhen Liu
Tao Yuan

Frontiers in Plant Science

doi 10.3389/fpls.2023.1242948

5,060 views
11 citations

Review

Published on 27 Mar 2023

Exploiting hyperspectral and multispectral images in the detection of tree species: A review

in Multi- and Hyper-Spectral Imaging

Sude Gul Yel
Esra Tunc Gormus

Frontiers in Remote Sensing

doi 10.3389/frsen.2023.1136289

10,951 views
31 citations

Original Research

Published on 20 Jan 2023

Study of the spatial and temporal distributions of tidal flat surface sediment based on multitemporal remote sensing

in Coastal Ocean Processes

Nan Zhang
Huan Li
Jiabao Zhang
Jiayin Chen
Hongbo Wu
Zheng Gong

Frontiers in Marine Science

doi 10.3389/fmars.2023.1109146

3,773 views
5 citations

Original Research

Published on 20 Jun 2024

Prediction of wheat SPAD using integrated multispectral and support vector machines

in Crop and Product Physiology

Wei Wang
Na Sun
Bin Bai
Hao Wu
Yukun Cheng
Hongwei Geng
JiKun Song
JinPing Zhou
Zhiyuan Pang
SongTing Qian

Frontiers in Plant Science

doi 10.3389/fpls.2024.1405068

3,082 views
9 citations

Original Research

Published on 19 Jun 2025

Exploring the structural variability in developing wheat grains using autofluorescence multispectral imaging at the macroscopic scale

in Plant Development and EvoDevo

Anne-Laure Chateigner-Boutin
Fabienne Guillon
Marie-Françoise Devaux

Frontiers in Plant Science

doi 10.3389/fpls.2025.1580426

1,655 views
1 citation

Original Research

Published on 14 Apr 2022

Potential of N-CovSel for Variable Selection: A Case Study on Time-Series of Multispectral Images

in Chemometrics

Eva Lopez-Fornieles
Bruno Tisseyre
Anice Cheraiet
Belal Gaci
Jean-Michel Roger

Frontiers in Analytical Science

doi 10.3389/frans.2022.872646

2,606 views
1 citation

Original Research

Published on 18 Apr 2023

Deep-agriNet: a lightweight attention-based encoder-decoder framework for crop identification using multispectral images

in Technical Advances in Plant Science

Yimin Hu
Ao Meng
Yanjun Wu
Le Zou
Zhou Jin
Taosheng Xu

Frontiers in Plant Science

doi 10.3389/fpls.2023.1124939

3,655 views
5 citations

Original Research

Published on 09 Sep 2025

Estimating the full-period rice leaf area index using CNN-LSTM-Attention and multispectral images from unmanned aerial vehicles

in Technical Advances in Plant Science

Haixia Li
Liqin Yue
Shanjun Luo

Frontiers in Plant Science

doi 10.3389/fpls.2025.1636967

2,883 views
2 citations

Articles

Fungal identification in peanuts seeds through multispectral images: Technological advances to enhance sanitary quality

Inversion of The Forest Dead Fuel Moisture Content by UAV Multispectral Image under the New Leaves Shade

High-Throughput Phenotyping of Fire Blight Disease Symptoms Using Sensing Techniques in Apple

Radiomics Evaluation of Histological Heterogeneity Using Multiscale Textures Derived From 3D Wavelet Transformation of Multispectral Images

Estimating potassium in potato plants based on multispectral images acquired from unmanned aerial vehicles

An Approach Using Emerging Optical Technologies and Artificial Intelligence Brings New Markers to Evaluate Peanut Seed Quality

Spatio-temporal mapping of leaf area index in rice: spectral indices and multi-scale texture comparison derived from different sensors

UAV imagery data and machine learning: A driving merger for predictive analysis of qualitative yield in sugarcane

Estimating the frost damage index in lettuce using UAV-based RGB and multispectral images

Exploiting hyperspectral and multispectral images in the detection of tree species: A review

Study of the spatial and temporal distributions of tidal flat surface sediment based on multitemporal remote sensing

Prediction of wheat SPAD using integrated multispectral and support vector machines

Exploring the structural variability in developing wheat grains using autofluorescence multispectral imaging at the macroscopic scale

Potential of N-CovSel for Variable Selection: A Case Study on Time-Series of Multispectral Images

Deep-agriNet: a lightweight attention-based encoder-decoder framework for crop identification using multispectral images

Estimating the full-period rice leaf area index using CNN-LSTM-Attention and multispectral images from unmanned aerial vehicles